In a world increasingly shaped by artificial intelligence, the latest investigation by Bloomberg delves into the ethical ramifications of generative AI, revealing its propensity to magnify gender and racial biases. Stable Diffusion, an open-source platform, was commissioned to create images of workers, exposing the alarming replication and amplification of real-world inequalities.
Generative AI bias reflecting inequality
The use of generative artificial intelligence (AI) has reached new heights, raising ethical concerns and igniting debates on bias and discrimination. Bloomberg’s recent investigation focused on Stable Diffusion, an open-source AI platform known for generating images. Tasked with creating thousands of images related to 14 jobs and three crime-related categories, the AI’s results unveiled a troubling reality. The text-to-image AI not only replicated but amplified gender stereotypes and racial disparities present in the real world. For instance, when the keyword “judge” was used, the AI generated only three percent female images, while in reality, 34 percent of US judges are women.
Targeted advertising unveiling user labels
Digital advertising’s omnipresence is a known fact, but the intricate details of how advertisers label and categorize users have remained largely hidden. The Markup’s analysis of a file containing 650,000 audience segments, discovered on Microsoft’s ad platform Xandr, brings these practices into the spotlight. Wolfie Christl, a privacy researcher at Cracked Labs, unearthed this database, revealing a myriad of questionable categorizations, including medical- and health-related segments and psychological profiles. The collaboration with German digital rights news site netzpolitik.org further exposes the complex world of targeted advertising.
Remote work trends ebbing wave of flexibility
The COVID-19 pandemic transformed the work landscape, ushering in an era of remote work. But, The Wall Street Journal’s analysis of over 250 million job listings collected by WFH Map since 2014 indicates a decline in flexible working options. Particularly, the trend seems to be receding across much of the South, Midwest, and parts of the West in the United States. As the pandemic’s grip lessens, companies are reconsidering the remote work model, leading to shifts in the employment landscape.
Korean space odyssey – nuri rockets into the cosmos
South Korea has entered a new era in space exploration with the successful launch of eight small satellites using Nuri, its first fully homegrown rocket. SBS, a private Korean broadcaster, takes a closer look at the history of the nation’s space launch vehicles, tracing the government’s budget for the sector over the years and comparing it to other countries’ expenditures on the space industry. This marks a significant milestone for South Korea as it asserts itself in the competitive space domain.
Staying power in russia – foreign businesses’ controversial profits
Amidst geopolitical tensions triggered by Russia’s invasion of Ukraine, foreign businesses faced a dilemma — leave or stay? Novaya Gazeta Europe’s data team, in collaboration with the Kyiv School of Economics, investigates the Western businesses that chose to stay in Russia. Shockingly, the findings reveal that dozens of foreign companies have not only weathered the storm but made “excess profits” during the war. A significant 41 percent of foreign businesses present in Russia before the invasion are still operating within its borders.
NYC’s smoky skies unpacking the pollution puzzle
New York City recently found itself enveloped in a smoky, orange haze, a consequence of early wildfires in Canada and an unusual jet stream path. The Upshot, from The New York Times, delves into the data from the New York City Community Air Survey and the state’s Department of Environmental Conservation. The numbers reveal historically bad pollution levels, providing a stark reminder of the environmental impact of events beyond the city’s borders.
Taiwan’s resurgence in aviation industry
As the COVID-19 pandemic wanes, air travel is experiencing a resurgence, and Taiwan’s aviation industry is no exception. According to flight data analyzed by Commonwealth Magazine, airlines are not only resuming flights on previous routes but also adding new destinations. The recovery is vividly depicted through a visual representation of a year’s worth of flight trajectories, showcasing the changes in the number of outbound flights pre- and post-pandemic.
Swiss rental crisis exposed
Switzerland is grappling with soaring rental costs, prompting Tages-Anzeiger’s data and interactive team to map 400,000 housing ads across the country. The resulting personalizable map allows readers to adjust budget and number of bedrooms to find affordable housing options. While cities like Zurich, Geneva, and Lausanne face exorbitant rent, smaller towns in Jura canton and Bernese Jura emerge as more affordable alternatives.
Visualizing global warming from stable earth to climate crisis
Le Monde presents a comprehensive interactive video that visualizes the data of the history of global warming. Tracing the journey from millennia of stable earth temperatures to the Industrial Revolution’s increased carbon emissions and the 20th-century reliance on fossil fuels, the video underscores the role of human activities in the planet’s rapidly warming climate. The scientific consensus is clear: man-made activities are the primary contributors to the current climate crisis.
Surviving the heat – coping with extreme temperatures in southeast asia
As Southeast Asian countries experience extreme temperatures, reaching as high as 46 degrees Celsius (115 degrees Fahrenheit), CNN analyzes Copernicus Climate Change Service data. The focus is on understanding and visualizing extreme temperatures across Cambodia, Laos, Thailand, Vietnam, Malaysia, and Myanmar. The report includes insights from individuals engaged in the informal economy, the hardest-hit community working outdoors, shedding light on how they cope with the challenges of heat and dangerous humidity.
In the ever-evolving landscape of technological advancements, the critical question emerges: How can we ensure the ethical use of AI and prevent the perpetuation of biases in its applications? As we navigate the revelations about generative AI bias, targeted advertising intricacies, and the transformative impact of remote work trends and space exploration, the responsibility falls upon us to shape a future where innovation aligns with ethical considerations. Beyond dissecting the news, the challenge now is to collectively foster a culture of awareness, accountability, and inclusivity, ensuring that as AI continues to reshape our world, it does so with fairness and equity at its core. How we answer this question will undoubtedly shape the course of our technological trajectory.
Source: https://www.cryptopolitan.com/ais-journey-bias-ad-secrets-the-remote-work/